spark-ml-learn

spark MLlib官网翻译及补充

MLlib: RDD-based API Guide(以RDD为基础的mllib，在org.apache.spark.mllib包下)

• 基本数据类型

• 基本统计

  • Summary statistics(概括统计)
  • Correlations(相关性系数)
  • Stratified sampling(分层抽样)(看不太懂)
  • Hypothesis testing(假设检验)
  • Streaming Significance Testing(流重要性测试)
  • Random data generation(随机数生成)
  • Kernel density estimation(核密度估计)(看不太懂)

• Classification and Regression(分类与回归)

• Optimization (developer) MLlib: Main Guide(以DataFrame为基础的mllib, 在org.apache.spark.ml包下)

• Basic statistics